within · luxury boutiques

Connect it to your AI

Claude Code

claude mcp add --transport http within https://shopwithin.co/mcp

Claude, ChatGPT, Cursor and other apps

Add it as a custom connector with this URL (Streamable HTTP):

https://shopwithin.co/mcp

Cursor, VS Code and other apps (mcp.json)

{
  "mcpServers": {
    "within": {
      "url": "https://shopwithin.co/mcp"
    }
  }
}

Tools it offers

9 tools, as the server itself reported during our check on Oct 31, 2026.

• search_piecesSearch pieces (clothing, shoes, bags, jewellery, watches, objects) in stock right now at independent luxury boutiques, with live sizes, price in the boutique's currency, the shop that holds each piece, and the shopwithin
• get_pieceOne piece in full: description, every size or variant with live stock, photographs, price and any markdown, whether it is collected in the shop or delivered, the boutique, the page to buy it, and a few pieces in the same
• trending_nowwithin's chart of the designer pieces trending at independent boutiques this week, updated daily: the top ten in order, each with its reason (Google searches, Pinterest searches, what boutiques worldwide are stocking, wh
• similar_piecesPieces in the same vein as one piece: same spirit, same department, across every boutique, in stock now. Use this when a shopper likes a piece but wants alternatives, another price, or another shop. Identify the anchor p
• list_boutiquesThe independent luxury boutiques listed on within, with neighbourhood, city, how many pieces each has live, opening hours, and whether a shopper collects in the shop or can have pieces delivered. Use this when someone as
• boutique_shelfOne boutique's shelf right now, newest first, with sizes and prices; a query searches inside that shop only. Use this when a shopper names a specific boutique ('what does WDLT117 have', 'show me Utopia's sneakers') or wa
• visual_searchPieces on the boutiques' shelves that resemble a photograph: a screenshot, a street style shot, a product photo, or a TikTok or Pinterest link. Answers in two tiers: pieces close enough to be the same or a near twin, and
• convert_sizeTurn a size in one system into every other system: rings, shoes, clothing, suits, belts and hats, or one designer's own chart (pass designer as its slug, e.g. 'nike'). Answers only from the size tables on shopwithin.co/s
• estimate_dutyWork out what a piece of clothing, a pair of shoes, a bag, jewellery, a watch or an accessory costs at the door when it is shipped to the US, Canada, the UK or Australia: the duty, any extra tariff on the country it was

Questions